Publications

Pascal Kerschke, and Heike Trautmann. Automated algorithm selection on continuous black-box problems by combining Exploratory Landscape Analysis and machine learning. Evol. Comput., (27)1:99--127, MIT Press, 2019. [PUMA: learning; single-objective analysis; black-box exploratory optimization; continuous machine optimization. Automated selection; algorithm landscape]

P Kerschke, H Wang, M Preuss, C Grimme, A H Deutz, H Trautmann, and M T M Emmerich. Search dynamics on multimodal multiobjective problems. Evol. Comput., (27)4:577--609, MIT Press - Journals, 2019. [PUMA: multimodality; hypervolume set-based optimization; gradient analysis; optimization. ascent; Multiobjective landscape]